Seamlessly Connecting Notion Database with Python Pandas DataFrame

Overview

notion-df: Seamlessly Connecting Notion Database with Pandas DataFrame

Please Note: This project is currently in pre-alpha stage. The code are not appropriately documented and tested. Please report any issues you find.

Installation

pip install notion-df

Usage

  • Before starting, please follow the instructions to create a new integration and add it to your Notion page or database.

    • We'll refer Internal Integration Token as the api_key below.
  • Pandas-flavored APIs: Just need to add two additional lines of code:

    import notion_df
    notion_df.pandas() #That's it!
    
    import pandas as pd
    df = pd.read_notion(page_url, api_key=api_key)
    df.to_notion(page_url)
  • Download your Notion table as a pandas DataFrame

    import notion_df
    df = notion_df.load(notion_database_url, api_key=api_key)
    # Equivalent to: df = pd.read_notion(notion_database_url, api_key=api_key)
    df.head()
  • Append a local df to a Notion database:

    import notion_df
    notion_df.upload(df, notion_database_url, title="page-title", api_key=api_key)
    # Equivalent to: df.to_notion(notion_database_url, title="page-title", api_key=api_key)
  • Upload a local df to a newly created database in a Notion page:

    import notion_df
    notion_df.upload(df, notion_page_url, title="page-title", api_key=api_key)
    # Equivalent to: df.to_notion(notion_page_url, title="page-title", api_key=api_key)
  • Tired of typing api_key=api_key each time?

    import notion_df
    notion_df.config(api_key=api_key) # Or set an environment variable `NOTION_API_KEY`
    df = notion_df.load(notion_database_url)
    notion_df.upload(df, notion_page_url, title="page-title")
    # Similarly in pandas APIs: df.to_notion(notion_page_url, title="page-title")

TODOs

  • Add tests for
    • load
    • upload
    • values.py
    • configs.py
    • base.py
  • Better class organizations/namings for *Configs and *Values
Comments
  • Upload df with children

    Upload df with children

    This PR allows uploading page content (aka children) alongside the dataframe.

    How to use it?

    import pandas as pd 
    import notion_df
    from notion_df.blocks import *
    
    child1 = ParagraphBlock(paragraph={"rich_text": RichTextObject.encode_string("A")},)
    child2 = ParagraphBlock(paragraph={"rich_text": RichTextObject.encode_string("B")},)
    
    notion_df.upload(
        df = pd.DataFrame([{"Name": "A"}, {"Name": "B"}]), 
        notion_url = "<>", 
        children=[child1, [child2]], #<- this is the update
        client=notion
    )
    

    Note: Given the experimental nature of this function, we only put it in the upload function but not the pd.to_notion API. We will update when it is appropriately tested.

    opened by lolipopshock 0
  • The tables df columns and schema might not be always consistent

    The tables df columns and schema might not be always consistent

    For example, if you have a relation column inside a table, which points to an relation that the Notion integration doesn't have access to, then

    1. the downloaded data will contain that column
    2. the downloaded schema will not contain that column
    opened by lolipopshock 0
  • Get Page ID?

    Get Page ID?

    Is it possible to get the page id of a database item into the data frame? This way I can map relations without setting resolve_relation_values=True and I won't have a problem with relation values that are named the same.

    opened by thielem 0
  • Error when resolve_relation_values=True

    Error when resolve_relation_values=True

    Hey! In contrast to #26 , I can see rollups an relations when resolve_relation_values =False. When I set resolve_relation_values=True, I get the following error:

    Traceback (most recent call last):
      File "C:\Users\m_thi\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0\LocalCache\local-packages\Python39\site-packages\pandas\core\indexes\base.py", line 3621, in get_loc
        return self._engine.get_loc(casted_key)
      File "pandas\_libs\index.pyx", line 136, in pandas._libs.index.IndexEngine.get_loc
      File "pandas\_libs\index.pyx", line 163, in pandas._libs.index.IndexEngine.get_loc
      File "pandas\_libs\hashtable_class_helper.pxi", line 5198, in pandas._libs.hashtable.PyObjectHashTable.get_item
      File "pandas\_libs\hashtable_class_helper.pxi", line 5206, in pandas._libs.hashtable.PyObjectHashTable.get_item
    KeyError: 'Beschreibung'
    
    The above exception was the direct cause of the following exception:
    
    Traceback (most recent call last):
      File "a:\xxx\notion_fin_test.py", line 10, in <module>
        df = notion_df.download(page_url, resolve_relation_values=True)
      File "C:\Users\m_thi\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0\LocalCache\local-packages\Python39\site-packages\notion_df\agent.py", line 54, in wrapper
        out = func(client=client, *args, **kwargs)
      File "C:\Users\m_thi\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0\LocalCache\local-packages\Python39\site-packages\notion_df\agent.py", line 216, in download
        relation_df.notion_ids, relation_df[rel_title_col]
      File "C:\Users\m_thi\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0\LocalCache\local-packages\Python39\site-packages\pandas\core\frame.py", line 3505, in __getitem__
        indexer = self.columns.get_loc(key)
      File "C:\Users\m_thi\AppData\Local\Packages\PythonSoftwareFoundation.Python.3.9_qbz5n2kfra8p0\LocalCache\local-packages\Python39\site-packages\pandas\core\indexes\base.py", line 3623, in get_loc
        raise KeyError(key) from err
    KeyError: 'Beschreibung'
    
    opened by thielem 1
  • get user information from database

    get user information from database

    When I try to read a databse from notion, the column that shows the name of the mate assigned to this task is shown as a code but not the name. But the property last edited shows the name. Someone knows what is happening ?

    Thanks

    opened by AlmendrosCarmona 0
  • Uploading pages url issue

    Uploading pages url issue

    I like this package and I am starting to use it to automate some of my note taking. I noticed if I want to add a page into database, only full database url works but not the short version database ID. For downloading, both short ID and full url works. This is a minor issue. I mentioned it just in case you want to fix it.

    Thank you! Eric

    opened by yygou 1
Releases(v0.0.5)
  • v0.0.5(Feb 22, 2022)

    What's Changed

    • Better rich text by @lolipopshock in https://github.com/lolipopshock/notion-df/pull/21

    Full Changelog: https://github.com/lolipopshock/notion-df/compare/v0.0.4...v0.0.5

    Source code(tar.gz)
    Source code(zip)
  • v0.0.4(Feb 12, 2022)

    What's Changed

    • Add rollup by @lolipopshock in https://github.com/lolipopshock/notion-df/pull/15
    • Enable relation resolution by @lolipopshock in https://github.com/lolipopshock/notion-df/pull/16
    • Better string length checking #9

    Full Changelog: https://github.com/lolipopshock/notion-df/compare/v0.0.3...v0.0.4

    Source code(tar.gz)
    Source code(zip)
  • v0.0.3(Feb 1, 2022)

  • v0.0.2(Jan 10, 2022)

    • Better validation for Select Option names #1
    • Allow ignoring errors for uploading #2
    • Handle pagination when downloading #3

    Full Changelog: https://github.com/lolipopshock/notion-df/compare/v0.0.1...v0.0.2

    Source code(tar.gz)
    Source code(zip)
  • v0.0.1(Jan 6, 2022)

    This release implements the basic function of the notion_df library.

    Usage

    • Before starting, please follow the instructions to create a new integration and add it to your Notion page or database.

      • We'll refer Internal Integration Token as the api_key below.
    • Pandas-flavored APIs: Just need to add two additional lines of code:

      import notion_df
      notion_df.pandas() #That's it!
      
      import pandas as pd
      df = pd.read_notion(page_url, api_key=api_key)
      df.to_notion(page_url)
      
    • Download your Notion table as a pandas DataFrame

      import notion_df
      df = notion_df.load(notion_database_url, api_key=api_key)
      # Equivalent to: df = pd.read_notion(notion_database_url, api_key=api_key)
      df.head()
      
    • Append a local df to a Notion database:

      import notion_df
      notion_df.upload(df, notion_database_url, title="page-title", api_key=api_key)
      # Equivalent to: df.to_notion(notion_database_url, title="page-title", api_key=api_key)
      
    • Upload a local df to a newly created database in a Notion page:

      import notion_df
      notion_df.upload(df, notion_page_url, title="page-title", api_key=api_key)
      # Equivalent to: df.to_notion(notion_page_url, title="page-title", api_key=api_key)
      
    • Tired of typing api_key=api_key each time?

      import notion_df
      notion_df.config(api_key=api_key) # Or set an environment variable `NOTION_API_KEY`
      df = notion_df.load(notion_database_url)
      notion_df.upload(df, notion_page_url, title="page-title")
      # Similarly in pandas APIs: df.to_notion(notion_page_url, title="page-title")
      

    Full Changelog: https://github.com/lolipopshock/notion-df/commits/v0.0.1

    Source code(tar.gz)
    Source code(zip)
The official command-line client for spyse.com

Spyse CLI The official command-line client for spyse.com. NOTE: This tool is currently in the early stage beta and shouldn't be used in production. Yo

Spyse 43 Dec 08, 2022
OpenQuake's Engine for Seismic Hazard and Risk Analysis

OpenQuake Engine The OpenQuake Engine is an open source application that allows users to compute seismic hazard and seismic risk of earthquakes on a g

Global Earthquake Model 281 Dec 21, 2022
API para realizar parser de frases

NLP API Simple api to parse and apply some preprocessing steps in portuguses phrases (pt_BR) This api uses the great FastAPI and spaCy packages! Usage

⟠ Rodolfo De Nadai 1 Dec 28, 2021
Pdisk Uploader Bot

pdisk-bot pdisk uploader telegram bot How To Use Configs TG_BOT_TOKEN - Get bot token from @BotFather API_ID - From my.telegram.org API_HASH - From my

lokaman chendekar 25 Oct 21, 2022
Herramienta para transferir eventos de Sucuri WAF hacia Azure Data Tables.

Transfiere eventos de Sucuri hacia Azure Data Tables Script para transferir eventos del Sucuri Web Application Firewall (WAF) hacia Azure Data Tables,

CSIRT-RD 1 Dec 22, 2021
Discord group chat spammer concept.

GC Spammer [Concept] GC-Spammer for https://discord.com/ Warning: This is purely a concept. In the past the script worked, however, Discord ratelimite

Roover 3 Feb 28, 2022
A simple message content sniping Discord bot which you can run yourself! Sniping API pulled from isobot and Arch bot

Discord Snipe Bot This is a bot made with the same message content sniping API from isobot and Arch bot. It's default prefix is -, however you can als

notsniped 5 Aug 11, 2022
The most expensive version of Conway's Game of Life - running on the Ethereum Blockchain

GameOfLife The most expensive implementation of Conway's Game of Life ever - over $2,000 per step! (Probably the slowest too!) Conway's Game of Life r

75 Nov 26, 2022
Python Bot that attends classes, answers polls, and then again waits for classes to start.

LPU_myclass_Bot LPU_myclass_Bot is a Python bot that waits for class to start, attends class, answers polls, and then again waits for another class to

Saurabh Kumar 6 Apr 07, 2022
Starlink Order Status Notification

Starlink Order Status Notification This script logs into Starlink order portal, pulls your estimated delivery date and emails it to a designated email

Aaron R. 1 Jul 08, 2022
A melhor maneira de atender seus clientes no Telegram!

Clientes.Chat Sobre o serviço Configuração Banco de Dados Variáveis de Ambiente Docker Python Heroku Contribuição Sobre o serviço A maneira mais organ

Gabriel R F 10 Oct 12, 2022
A discord bot with a leveling system (similar to mee6).

Discord.py A discord bot with a leveling system (like mee6) Pre-requisites Knowing how to get create an app/bot via discord's developer portal. Websit

26 Dec 11, 2022
Techie Sneh 19 Dec 03, 2021
Deploy your apps on any Cloud provider in just a few seconds

The simplest way to deploy your apps in the Cloud Deploy your apps on any Cloud providers in just a few seconds ⚡ Qovery Engine is an open-source abst

Qovery 1.9k Dec 26, 2022
Bot per controllare la disponibilità di appuntamenti per la vaccinazione Covid-19 in Veneto

VaxBot9000 Prerequisites Python 3.9 Poetry latest version of geckodriver Firefox Setup poetry install Copy config.sample.toml to config.toml and edit

Augusto Zanellato 5 Jun 13, 2021
Telegram bot to clip youtube videos

youtube-clipper-bot Telegram bot to clip youtube videos How to deploy? Create a file called config.env BOT_TOKEN: Provide your bot token generated by

Shivam Jha 11 Dec 10, 2022
Azure DevOps Extension for Azure CLI

Azure DevOps Extension for Azure CLI The Azure DevOps Extension for Azure CLI adds Pipelines, Boards, Repos, Artifacts and DevOps commands to the Azur

1 Nov 03, 2021
Discord-Mass-Mention - Yup the title says it all

Protocol - Mass Mention (i havent tested this with any token other than my own t

Mallowies 14 Nov 06, 2022
A simple, fast, and awesome discord nuke bot! The only thing you need to add is your bot token.

SimpleNukeBot A simple, fast, and awesome discord nuke bot! The only thing you need to add is your bot token. Instructions: All you need to do is crea

Bisc 1 Apr 18, 2022
A Bot that Forwards Tweets to Telegram using Airtable as a database.

Twitter Telegram Forward A Bot that Forwards Tweets to Telegram using Airtable as a Database. Features: Handles multiple twitter and telegram channels

George Bakev 3 Dec 21, 2022